You’d be interested in the /r/AskHistorians Guide on Finding Family Military Service Records and Military Identification.

Does anyone have any suggestion how to obtain the Service Number for an uncle who was a naval pilot and went missing in action during the battle of Okinawa? His parents and siblings are all long dead and he left no children.